Task
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1817.0498, usercpu_time_millis: 1.792, usercpu_time_millis_testing: 1.774, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1795.5937, usercpu_time_millis: 1.726, usercpu_time_millis_testing: 1.707, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9415, kappa: 0.8827, kb_relative_information_score: 2490.6731, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4301, scimark_benchmark: 1796.1262, usercpu_time_millis: 1.813, usercpu_time_millis_testing: 1.798, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1799.5631, usercpu_time_millis: 1.773, usercpu_time_millis_testing: 1.757, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1892.0785, usercpu_time_millis: 1.791, usercpu_time_millis_testing: 1.773, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2195.3871, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.4887, scimark_benchmark: 1854.7429, usercpu_time_millis: 2.162, usercpu_time_millis_testing: 2.145, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505, scimark_benchmark: 1863.0965, usercpu_time_millis: 2.126, usercpu_time_millis_testing: 2.107, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9449, kappa: 0.8896, kb_relative_information_score: 2184.0972, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.3585, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.4913, scimark_benchmark: 1886.8477, usercpu_time_millis: 1.992, usercpu_time_millis_testing: 1.977, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2311.3808, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.4631, scimark_benchmark: 1854.2334, usercpu_time_millis: 2.235, usercpu_time_millis_testing: 2.216, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9393, kappa: 0.8783, kb_relative_information_score: 2538.1951, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9393, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4259, scimark_benchmark: 1845.615, usercpu_time_millis: 1.691, usercpu_time_millis_testing: 1.678, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1867.4546, usercpu_time_millis: 1.697, usercpu_time_millis_testing: 1.681, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1865.74, usercpu_time_millis: 1.698, usercpu_time_millis_testing: 1.681, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1863.7132, usercpu_time_millis: 1.781, usercpu_time_millis_testing: 1.769, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569, scimark_benchmark: 1783.442, usercpu_time_millis: 2.185, usercpu_time_millis_testing: 2.172, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1865.7848, usercpu_time_millis: 1.965, usercpu_time_millis_testing: 1.95, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9449, kappa: 0.8896, kb_relative_information_score: 2184.0972, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.3585, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.4913, scimark_benchmark: 1867.8699, usercpu_time_millis: 2.002, usercpu_time_millis_testing: 1.989, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9405, kappa: 0.8808, kb_relative_information_score: 2514.0557, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4275, scimark_benchmark: 1768.7167, usercpu_time_millis: 1.762, usercpu_time_millis_testing: 1.745, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2311.3808, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.4631, scimark_benchmark: 1866.2061, usercpu_time_millis: 2.134, usercpu_time_millis_testing: 2.12, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9481, kappa: 0.8959, kb_relative_information_score: 2269.5612, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4721, scimark_benchmark: 1868.0018, usercpu_time_millis: 2.009, usercpu_time_millis_testing: 1.994, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1767.559, usercpu_time_millis: 2.254, usercpu_time_millis_testing: 2.238, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1776.19, usercpu_time_millis: 1.892, usercpu_time_millis_testing: 1.879, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2326.1634, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.46, scimark_benchmark: 1880.0281, usercpu_time_millis: 2.115, usercpu_time_millis_testing: 2.098, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1881.0693, usercpu_time_millis: 1.986, usercpu_time_millis_testing: 1.969, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9405, kappa: 0.8808, kb_relative_information_score: 2514.0557, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4275, scimark_benchmark: 1769.3211, usercpu_time_millis: 1.768, usercpu_time_millis_testing: 1.753, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2659.1449, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5068, scimark_benchmark: 1768.0298, usercpu_time_millis: 1.73, usercpu_time_millis_testing: 1.714, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2446.8362, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.4369, scimark_benchmark: 1914.2254, usercpu_time_millis: 1.723, usercpu_time_millis_testing: 1.708, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2311.3808, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.4631, scimark_benchmark: 1928.696, usercpu_time_millis: 2.057, usercpu_time_millis_testing: 2.04, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1821.4822, usercpu_time_millis: 2.123, usercpu_time_millis_testing: 2.11, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1823.3449, usercpu_time_millis: 1.719, usercpu_time_millis_testing: 1.703, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1836.2238, usercpu_time_millis: 1.706, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2256.3141, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.475, scimark_benchmark: 1843.4376, usercpu_time_millis: 1.929, usercpu_time_millis_testing: 1.914, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2206.787, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9475, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4862, scimark_benchmark: 1980.2429, usercpu_time_millis: 1.905, usercpu_time_millis_testing: 1.889, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505, scimark_benchmark: 1843.3729, usercpu_time_millis: 1.984, usercpu_time_millis_testing: 1.969, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9449, kappa: 0.8896, kb_relative_information_score: 2184.0972, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.3585, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.4913, scimark_benchmark: 1841.8036, usercpu_time_millis: 2.008, usercpu_time_millis_testing: 1.995, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2446.8362, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.4369, scimark_benchmark: 1861.1843, usercpu_time_millis: 1.899, usercpu_time_millis_testing: 1.883, usercpu_time_millis_training: 0.016,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2296.9439, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9502, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4662, scimark_benchmark: 1855.0488, usercpu_time_millis: 2.129, usercpu_time_millis_testing: 2.113, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9415, kappa: 0.8827, kb_relative_information_score: 2490.6731, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4301, scimark_benchmark: 1860.8191, usercpu_time_millis: 1.778, usercpu_time_millis_testing: 1.76, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2256.3141, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.475, scimark_benchmark: 1861.434, usercpu_time_millis: 1.923, usercpu_time_millis_testing: 1.907, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2326.1634, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.46, scimark_benchmark: 1864.8298, usercpu_time_millis: 2.155, usercpu_time_millis_testing: 2.138, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2326.1634, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.46, scimark_benchmark: 1843.4173, usercpu_time_millis: 2.13, usercpu_time_millis_testing: 2.116, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1862.8655, usercpu_time_millis: 1.859, usercpu_time_millis_testing: 1.842, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1858.3613, usercpu_time_millis: 1.728, usercpu_time_millis_testing: 1.71, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2256.3141, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.475, scimark_benchmark: 1807.0625, usercpu_time_millis: 1.997, usercpu_time_millis_testing: 1.981, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2311.3808, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.4631, scimark_benchmark: 1814.1515, usercpu_time_millis: 2.22, usercpu_time_millis_testing: 2.202, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2659.1449, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5068, scimark_benchmark: 1814.1058, usercpu_time_millis: 1.835, usercpu_time_millis_testing: 1.82, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1936.3778, usercpu_time_millis: 1.631, usercpu_time_millis_testing: 1.616, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2659.1449, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5068, scimark_benchmark: 1800.6686, usercpu_time_millis: 1.818, usercpu_time_millis_testing: 1.801, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1984.2295, usercpu_time_millis: 2.05, usercpu_time_millis_testing: 2.035, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2609.0462, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4395, scimark_benchmark: 1803.5617, usercpu_time_millis: 1.73, usercpu_time_millis_testing: 1.715, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9334, kappa: 0.8664, kb_relative_information_score: 2561.337, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4265, scimark_benchmark: 1796.501, usercpu_time_millis: 1.755, usercpu_time_millis_testing: 1.741, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2659.1449, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.5068, scimark_benchmark: 1954.2006, usercpu_time_millis: 1.681, usercpu_time_millis_testing: 1.665, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1796.4113, usercpu_time_millis: 1.804, usercpu_time_millis_testing: 1.792, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2326.1634, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.46, scimark_benchmark: 1958.0918, usercpu_time_millis: 2.019, usercpu_time_millis_testing: 2.003, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2390.3011, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9474, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.4473, scimark_benchmark: 1773.9709, usercpu_time_millis: 2.006, usercpu_time_millis_testing: 1.991, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1964.5937, usercpu_time_millis: 1.659, usercpu_time_millis_testing: 1.645, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1774.645, usercpu_time_millis: 1.853, usercpu_time_millis_testing: 1.837, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.949, kappa: 0.8978, kb_relative_information_score: 2283.0944, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4692, scimark_benchmark: 1773.8229, usercpu_time_millis: 2.209, usercpu_time_millis_testing: 2.194, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2230.8612, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.4807, scimark_benchmark: 1862.3628, usercpu_time_millis: 2.026, usercpu_time_millis_testing: 2.012, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1872.8797, usercpu_time_millis: 2.078, usercpu_time_millis_testing: 2.064, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2195.3871, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.4887, scimark_benchmark: 1849.1812, usercpu_time_millis: 1.974, usercpu_time_millis_testing: 1.958, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2585.2753, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.2053, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.4299, scimark_benchmark: 1765.8165, usercpu_time_millis: 1.742, usercpu_time_millis_testing: 1.726, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9459, kappa: 0.8915, kb_relative_information_score: 2446.8362, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.4369, scimark_benchmark: 1869.8473, usercpu_time_millis: 1.755, usercpu_time_millis_testing: 1.741, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9481, kappa: 0.8959, kb_relative_information_score: 2269.5612, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4721, scimark_benchmark: 1869.8473, usercpu_time_millis: 1.897, usercpu_time_millis_testing: 1.882, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1864.2792, usercpu_time_millis: 1.85, usercpu_time_millis_testing: 1.832, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2256.3141, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.475, scimark_benchmark: 1870.441, usercpu_time_millis: 1.987, usercpu_time_millis_testing: 1.971, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2468.1876, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9427, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.4334, scimark_benchmark: 1862.6384, usercpu_time_millis: 1.843, usercpu_time_millis_testing: 1.829, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9465, kappa: 0.8928, kb_relative_information_score: 2426.8511, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9465, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4405, scimark_benchmark: 1869.3925, usercpu_time_millis: 1.848, usercpu_time_millis_testing: 1.831, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8959, kb_relative_information_score: 2218.8093, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9481, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.3463, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.4834, scimark_benchmark: 1868.784, usercpu_time_millis: 2.002, usercpu_time_millis_testing: 1.988, usercpu_time_millis_training: 0.014,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs